FAQ

Discrete choice

Known as: Binary choice, Discrete Choice Models, Nested logit 
In economics, discrete choice models, or qualitative choice models, describe, explain, and predict choices between two or more discrete alternatives… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

1979-2018
05010019792018

Related topics

Related topics

8 relations
Binary dataCategorical variableLogistic regressionMixed logit
(More)

Broader (1)

Choice modelling

Related mentions per year

Related mentions per year

1936-2019
19401960198020002020
Discrete choice
Statistical classification
Logistic regression
New product development
Binary data
Multinomial logistic regression

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2007
Highly Cited
2007
Active Preference Learning with Discrete Choice Data
We propose an active learning algorithm that learns a continuous valuation model from discrete preferences. The algorithm… (More)
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2007
2007
Nonparametric Discrete Choice Models with Unobserved Heterogeneity
In this research, we provide a new method to estimate discrete choice models with unobserved heterogeneity that can be used with… (More)
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Highly Cited
2005
Highly Cited
2005
Dynamic Discrete Choice and Dynamic Treatment Effects
Dynamic Discrete Choice and Dynamic Treatment Effects This paper considers semiparametric identiÞcation of structural dynamic… (More)
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Highly Cited
2003
Highly Cited
2003
Bayesian Estimation of Dynamic Discrete Choice Models
We propose a new estimator for dynamic programming discrete choice models. Our estimation method combines the Dynamic Programming… (More)
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Highly Cited
2002
Highly Cited
2002
Discrete Choice Methods with Simulation
 
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Highly Cited
2002
Highly Cited
2002
A Latent Class Model for Discrete Choice Analysis: Contrasts with Mixed Logit
The multinomial logit model (MNL) has for many years provided the fundamental platform for the analysis of discrete choice. The… (More)
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Highly Cited
2002
Highly Cited
2002
Simulation Estimation of Mixed Discrete Choice Models Using Randomized and Scrambled Halton Sequences
The use of simulation techniques has been increasing in recent years in the transportation and related fields to accommodate… (More)
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2002
2002
Omitted Product Attributes in Discrete Choice Models
We describe two methods for correcting an omitted variables problem in discrete choice models: a fixed effects approach and a… (More)
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Highly Cited
2001
Highly Cited
2001
Discrete Choice with Social Interactions
This paper provides an analysis of aggregate behavioural outcomes when individual utility exhibits social interaction effects. We… (More)
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2000
2000
Closed Form Discrete Choice Models
Random utility maximization discrete choice models are widely used in transportation and other fields to represent the choice of… (More)
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